From f47bfb97fa8bc928a7860b84b7b227f716f65e58 Mon Sep 17 00:00:00 2001 From: Sanghoon Lee Date: Tue, 23 Jan 2018 15:16:47 +0000 Subject: COMPMID-594: Implement reference and CL/NEON validation for LocallyConnected Change-Id: I01e7abcf3f1b19458128e277044af850ad9fa224 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118610 Reviewed-by: Anthony Barbier Tested-by: Jenkins --- tests/validation/NEON/LocallyConnected.cpp | 96 ++++++++++++++++++++++++++++++ 1 file changed, 96 insertions(+) create mode 100644 tests/validation/NEON/LocallyConnected.cpp (limited to 'tests/validation/NEON') diff --git a/tests/validation/NEON/LocallyConnected.cpp b/tests/validation/NEON/LocallyConnected.cpp new file mode 100644 index 0000000000..56430d9650 --- /dev/null +++ b/tests/validation/NEON/LocallyConnected.cpp @@ -0,0 +1,96 @@ +/* + * Copyright (c) 2017-2018 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/NEON/functions/NELocallyConnectedLayer.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" +#include "tests/NEON/Accessor.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/LocallyConnectedDataset.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/LocallyConnectedFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +constexpr RelativeTolerance tolerance_f32(0.0001f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 */ +} // namespace + +TEST_SUITE(NEON) +TEST_SUITE(LocallyConnected) + +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(framework::dataset::concat(datasets::SmallLocallyConnectedDataset(), datasets::LargeLocallyConnectedDataset()), + framework::dataset::make("DataType", DataType::F32)), + src_shape, weights_shape, bias_shape, dst_shape, info, data_type) +{ + // Create tensors + Tensor src = create_tensor(src_shape, data_type); + Tensor weights = create_tensor(weights_shape, data_type); + Tensor bias = create_tensor(bias_shape, data_type); + Tensor dst = create_tensor(dst_shape, data_type); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(weights.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(bias.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Create and configure function. + NELocallyConnectedLayer lc; + lc.configure(&src, &weights, &bias, &dst, info); + + // Validate valid region + const ValidRegion dst_valid_region = shape_to_valid_region(dst_shape); + validate(dst.info()->valid_region(), dst_valid_region); +} + +template +using NELocallyConnectedFixture = LocallyConnectedValidationFixture; +FIXTURE_DATA_TEST_CASE(RunSmall, NELocallyConnectedFixture, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallLocallyConnectedDataset(), + framework::dataset::make("DataType", + DataType::F32))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_f32); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, NELocallyConnectedFixture, framework::DatasetMode::PRECOMMIT, combine(datasets::LargeLocallyConnectedDataset(), + framework::dataset::make("DataType", + DataType::F32))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_f32); +} +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1